... scenario upstream oil & gas integration schema reboiler rvp experimental result prediction manufacturer algorithm anomaly probability effectiveness bi-rex consortium neural network italy government separator university knowledge integration e-maintenance customer KNOWLEDGE...

.... The selected objective functions are able to efficiently manage levels in the upstream separators to avoid upsets inside the stabilizer, reducing steam consumption at the reboiler. Positive drawback is to keep the control room operator free from manage this target functions by his own expertise, focusing...

... is to predict the consumption KPI value of the plant for the next 3 hours. The consumption is also a KPI defined as the sum of all the asset energy consumption, examples are the fuel gas consumed by gas turbine, boilers, and reboilers. The final model was trained using Time Series Cross Validation (TSCV...

... downstream oil & gas gas temperature teg apparatus consumption upstream oil & gas absorption column water content specification reboiler gas dehydration water exhauster wet gas temperature regeneration process coldfinger apparatus dehydration system liquid water-rich teg heat removal...